Educational data mining: Predictive analysis of academic performance of public school students in the capital of Brazil

The use of the area under the ROC curve in the evaluation of machine learning algorithms

Andrew P. Bradley · Pattern Recognition · 1997 · 7.2K citations · Full text

Computing, Biostatistics, Computer Science +14

Analyzing undergraduate students' performance using educational data mining

Raheela Asif, Agathe Merceron, Syed Abbas Ali et al. · Computers & Education · 2017 · 577 citations

Education, Educational Technology, Higher Education +14

Tools for Educational Data Mining

Stefan Slater, Srécko Joksimovíc, Vitomir Kovanović et al. · Journal of Educational and Behavioral Statistics · 2016 · 184 citations · Full text

Education, Educational Technology, Visualization +12

Knowledge Discovery with Genetic Programming for Providing Feedback to Courseware Authors

Crist�bal Romero, Sebastián Ventura, Paul De Bra · User Modeling and User-Adapted Interaction · 2004 · 167 citations

Education, Computer Science, Educational Technology +15

Performance Prediction of Engineering Students using Decision Trees

R. Kabra R. · 2011 · 152 citations

Computing, Computer Science, Data Mining +13